ArticlePLoS computational biology2012
The impact of imitation on vaccination behavior in social contact networks.
Article in PLoS computational biology, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 1 of them a synthesis that pooled it.
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Who cites it
40 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Behavioural change models for infectious disease transmission: a systematic review (2010-2015).Journal of the Royal Society, Interface · 2016Pooled it
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- Social imitation dynamics of vaccination driven by vaccine effectiveness and beliefs.PLoS computational biology · 2025Article
- Social learning with complex contagion.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- The importance of increasing primary vaccinations against COVID-19 in Europe.Infectious Disease Modelling · 2024Article
- Assortative mixing of opinions about COVID-19 vaccination in personal networks.Scientific reports · 2024Article
- A cyclic behavioral modeling aspect to understand the effects of vaccination and treatment on epidemic transmission dynamics.Scientific reports · 2023Article
- Modeling the effect of observational social learning on parental decision-making for childhood vaccination and diseases spread over household networks.Frontiers in epidemiology · 2023Article
- Emergence of protective behaviour under different risk perceptions to disease spreading.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2022Article
- Effect of vaccine efficacy on disease transmission with age-structured.Chaos, solitons, and fractals · 2022Article
- Improving pandemic mitigation policies across communities through coupled dynamics of risk perception and infection.Proceedings. Biological sciences · 2021Article
- Effect of homophily and correlation of beliefs on COVID-19 and general infectious disease outbreaks.PloS one · 2021Article
- Spontaneous divergence of disease status in an economic epidemiological game.Proceedings. Mathematical, physical, and engineering sciences · 2020Article
- Conscientious vaccination exemptions in kindergarten to eighth-grade children across Texas schools from 2012 to 2018: A regression analysis.PLoS medicine · 2020Article
- Spatio-temporal dynamics of measles outbreaks in Cameroon.Annals of epidemiology · 2020Article
- The Timing and Nature of Behavioural Responses Affect the Course of an Epidemic.Bulletin of mathematical biology · 2020Article
- Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks.Chaos, solitons, and fractals · 2020Article
- Risk perception and behavioral change during epidemics: Comparing models of individual and collective learning.PloS one · 2020Article
- The impact of rare but severe vaccine adverse events on behaviour-disease dynamics: a network model.Scientific reports · 2019Article
- Imperfect vaccine and hysteresis.Proceedings. Biological sciences · 2019Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Previous game-theoretic studies of vaccination behavior typically have often assumed that populations are homogeneously mixed and that individuals are fully rational. In reality, there is heterogeneity in the number of contacts per individual, and individuals tend to imitate others who appear to have adopted successful strategies. Here, we use network-based mathematical models to study the effects of both imitation behavior and contact heterogeneity on vaccination coverage and disease dynamics. We integrate contact network epidemiological models with a framework for decision-making, within which individuals make their decisions either based purely on payoff maximization or by imitating the vaccination behavior of a social contact. Simulations suggest that when the cost of vaccination is high imitation behavior may decrease vaccination coverage. However, when the cost of vaccination is small relative to that of infection, imitation behavior increases vaccination coverage, but, surprisingly, also increases the magnitude of epidemics through the clustering of non-vaccinators within the network. Thus, imitation behavior may impede the eradication of infectious diseases. Calculations that ignore behavioral clustering caused by imitation may significantly underestimate the levels of vaccination coverage required to attain herd immunity.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.